Analysis of learning curves in predictive modeling using exponential curve fitting with an asymptotic approach.

Analysis of learning curves in predictive modeling using exponential curve fitting with an asymptotic approach.

The existence of large volumes of data has considerably alleviated concerns regarding the availability of sufficient data instances for machine learning experiments. Nevertheless, in certain contexts, addressing limited data availability may demand distinct strategies and efforts. Analyzing COVID-19...

Full description

Bibliographic Details
Main Authors:	Leonardo Silva Vianna, Alexandre Leopoldo Gonçalves, João Artur Souza
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2024-01-01
Series:	PLoS ONE
Online Access:	https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0299811&type=printable

Similar Items

Parameter estimation methods for discrete exponential learning curves/
by: 496378 Buck, James R., et al.

Posterior inference in curved exponential families under increasing dimensions
by: Belloni, Alexandre, et al.
Published: (2011)

Posterior inference in curved exponential families under increasing dimensions
by: Belloni, Alexandre, et al.
Published: (2018)

Asymptotic Results in Broken Stick Models: The Approach via Lorenz Curves
by: Gheorghiță Zbăganu
Published: (2020-04-01)

A New Third-Order Family of Multiple Root-Findings Based on Exponential Fitted Curve
by: Vinay Kanwar, et al.
Published: (2023-03-01)

Asymptotic Frame Fields of Rational Bézier Curves
by: Ayşe Yılmaz Ceylan, et al.
Published: (2021-12-01)

Surface Family with Bertrand Curves as Joint Asymptotic Curves in 3D Galilean Space
by: Awatif Al-Jedani, et al.
Published: (2023-09-01)

Average booking curves draw exponential functions
by: Masaru Shintani, et al.
Published: (2023-09-01)

Which Curve Fits Best: Fitting ROC Curve Models to Empirical Credit-Scoring Data
by: Błażej Kochański
Published: (2022-09-01)

Practical handbook of curve fitting /
by: Arlinghaus, Sandra Lach
Published: (1994)

Numerical methods of curve fitting /
by: 407175 Guest, Philip George
Published: (1961)

Curve and surface fitting : an introduction /
by: 289611 Lancaster, Peter, et al.
Published: (1986)

Asymptotically Safe Gravity-Fermion Systems on Curved Backgrounds
by: Jesse Daas, et al.
Published: (2021-08-01)

Exponential Parameterized Cubic B-Spline Curves And Surfaces
by: Ammad, Muhammad
Published: (2020)

A Modelling on the Exponential Curves as $Cubic$, $5^{th}$ and $7^{th}$ B\'{e}zier Curve in Plane
by: Semra Yurttançıkmaz, et al.
Published: (2023-06-01)

Fitting Constrained Continuous Spline Curves.
by: Kong, V.P., et al.
Published: (2003)

Fitting curves to human respiratory data
by: Jacob, G, et al.
Published: (1997)

Particle swarm optimization for curve fitting /
by: Ong, Mei Thien, author, et al.
Published: (2013)

Precise Asymptotics for Bifurcation Curve of Nonlinear Ordinary Differential Equation
by: Tetsutaro Shibata
Published: (2020-08-01)

On the asymptotics of orthogonal polynomials on the curve with a denumerable mass points
by: Khaldi Rabah, et al.
Published: (2007-02-01)

Surfaces Family with Bertrand Curves as Common Asymptotic Curves in Euclidean 3–Space E<sup>3</sup>
by: Maryam T. Aldossary, et al.
Published: (2023-07-01)

A Flexible Classifier Based on Optimum Curve Fitting Approach
by: Övünç Polat
Published: (2018-09-01)

BEST FIT MODEL FOR YIELD CURVE ESTIMATION
by: Zdravka Aljinović, et al.
Published: (2012-12-01)

An Ultrawideband Phased Array Based on Exponential Curve Modified Dipoles
by: Lei Chang, et al.
Published: (2024-01-01)

Pricing down-and-out power options with exponentially curved barrier
by: Ng, Teck Wee, et al.
Published: (2018)

Flow of viscous fluid along an exponentially stretching curved surface
by: N.F. Okechi, et al.
Published: (2017-01-01)

Galaxy Rotation Curve Fitting Using Machine Learning Tools
by: Carlos R. Argüelles, et al.
Published: (2023-08-01)

Exponential asymptotics and gravity waves
by: Chapman, S, et al.
Published: (2006)

Exponential asymptotics and gravity waves
by: Chapman, S, et al.
Published: (2006)

Exponential asymptotics and capillary waves
by: Chapman, S, et al.
Published: (2002)

Exponential asymptotics and capillary waves
by: Chapman, S, et al.
Published: (2002)

Steady Radiating Gravity waves: An Exponential Asymptotics Approach
by: Kataoka, Takeshi, et al.
Published: (2024)

Asymptotic behavior of solution curves of nonlocal one-dimensional elliptic equations
by: Tetsutaro Shibata
Published: (2022-09-01)

Particle swarm optimization for NURBS curve fitting /
by: Delint Ira Setyo Adi, author, et al.
Published: (2009)

Fitting nonlinear gompertz curve to growth data /
by: 494380 Zuhaimy Ismail, et al.
Published: (2002)

Particle swarm optimization for NURBS curve fitting
by: Setyo Adi, Delint Ira, et al.
Published: (2009)

A Security System Using Curve Fitting
by: Abdul-Mohssen J. Abdul-Hossen, et al.
Published: (2016-06-01)

The ToxCast pipeline: updates to curve-fitting approaches and database structure
by: M. Feshuk, et al.
Published: (2023-09-01)

The learning curve
by: The Star
Published: (2023)

Mathematical Models for Predicting the Elastic and Thermal Behavior of Heterogeneous Materials through Curve Fitting
by: Hamdi Beji, et al.
Published: (2023-12-01)